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  4. Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems

Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems - Vladimir Koltchinskii - Bog

- Ecole d'Ete de Probabilites de Saint-Flour XXXVIII-2008

af Vladimir Koltchinskii

indgår i Lecture Notes in Mathematics serien

indgår i Ecole d'Ete de Probabilites de Saint-Flour serien

Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems af Vladimir Koltchinskii
Bag om Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems

The purpose of these lecture notes is to provide an introduction to the general theory of empirical risk minimization with an emphasis on excess risk bounds and oracle inequalities in penalized problems.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783642221460
  • Indbinding:
  • Paperback
  • Sideantal:
  • 254
  • Udgivet:
  • 29. Juli 2011
  • Størrelse:
  • 155x235x14 mm.
  • Vægt:
  • 454 g.
  • 2-3 uger.
  • 16. Juli 2024
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The purpose of these lecture notes is to provide an introduction to the general theory of empirical risk minimization with an emphasis on excess risk bounds and oracle inequalities in penalized problems.

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